Jinxin Zhou
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (2)
NIPS (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
neural collapse
(3)
simplex equiangular tight frame
(2)
feature learning
(2)
optimization landscape
(1)
diffusion model
(1)
deep neural network
(1)
loss function
(1)
perceptual quality
(1)
focal loss
(1)
training framework
(1)
global optimality
(1)
cross entropy
(1)
classification task
(1)
cross entropy loss
(1)
sampling process
(1)
mean squared error loss
(1)
simplex etf
(1)
neural network
(1)
distortion minimization
(1)
training-sampling alignment
(1)
Papers
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity
ICLR 2025
DREAM: Diffusion Rectification and Estimation-Adaptive Models
CVPR 2024
Generalized Neural Collapse for a Large Number of Classes
ICML 2024
Are All Losses Created Equal: A Neural Collapse Perspective
NIPS 2022
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features
ICML 2022
A Geometric Analysis of Neural Collapse with Unconstrained Features
NIPS 2021